2023Deep neural networks and visuo-semantic models explain complementary components of human ventral-stream representational dynamicsKamila JozwikTim KietzmannRadoslaw CichyNikolaus KriegeskorteMarieke MurEmergence of brain-like mirror-symmetric viewpoint tuning in convolutional neural networksAmirhossein FarzmahdiWilbert ZarcoWinrich FreiwaldNikolaus KriegeskorteTal Golan2022Disentangling five dimensions of animacy in human brain and behaviourKamila JozwikElias NajarroJasper van den BoschIan CharestRadoslaw CichyNikolaus KriegeskorteFace dissimilarity judgements are predicted by representational distance in morphable and image-computable modelsKamila JozwikJonathan O'KeeffeKatherine StorrsWenxuan GuoTal GolanNikolaus KriegeskorteTesting the limits of natural language models for predicting human language judgmentsTal GolanMatthew SiegelmanNikolaus KriegeskorteChristopher Baldassano2021Statistical inference on representational geometriesHeiko SchüttAlexander KipnisJörn DiedrichsenNikolaus KriegeskorteCapturing the objects of vision with neural networksBenjamin PetersNikolaus KriegeskorteNeural tuning and representational geometryNikolaus KriegeskorteXuexin WeiComparing representational geometries using whitened unbiased-distance-matrix similarityJörn DiedrichsenEva BerlotMarieke MurHeiko SchüttMahdiyar ShahbaziNikolaus KriegeskorteDiverse Deep Neural Networks All Predict Human IT Well, After Training and FittingKatherine StorrsTim KietzmannAlexander WaltherJohannes MehrerNikolaus Kriegeskorte Visualizing the geometry of labeled high-dimensional data with spheresAndrew ZahariaAnish PotnisAlexander WaltherNikolaus KriegeskortePromises and challenges of human computational ethologyDean MobbsToby WiseNanthia SuthanaNoah GuzmanNikolaus KriegeskorteJoel LeiboViewing ambiguous social interactions increases functional connectivity between frontal and temporal nodes of the social brainMatthew AinsworthJérôme SalletOlivier JolyDiana KyriazisNikolaus KriegeskorteJohn DuncanUrs SchüffelgenMatthew RushworthAndrew BellThe representational dynamics of perceived voice emotions evolve from categories to dimensionsBruno GiordanoCaroline WhitingNikolaus KriegeskorteSonja KotzJoachim GrossPascal BelinSemantic Data Set Construction from Human Clustering and Spatial ArrangementOlga MajewskaDiana McCarthyJasper van den BoschNikolaus KriegeskorteIvan VulićAnna KorhonenFFA and OFA encode distinct types of face identity informationMaria TsantaniNikolaus KriegeskorteKatherine StorrsAdrian WilliamsCarolyn McGettiganLúcia GarridoAn ecologically motivated image dataset for deep learning yields better models of human visionJohannes MehrerCourtney SpoererEmer JonesNikolaus KriegeskorteTim KietzmannDistinct fronto-temporal substrates of distributional and taxonomic similarity among words: evidence from RSA of BOLD signalsFrancesca CarotaHamed NiliFriedemann PulvermüllerNikolaus Kriegeskorte2020Going in circles is the way forward: the role of recurrence in visual inferenceRuben van BergenNikolaus KriegeskorteThe brain produces mind by modelingRichard ShiffrinDanielle BassettNikolaus KriegeskorteJoshua TenenbaumControversial stimuli: Pitting neural networks against each other as models of human cognitionTal GolanPrashant RajuNikolaus KriegeskorteIndividual differences among deep neural network modelsJohannes MehrerCourtney SpoererNikolaus KriegeskorteTim KietzmannFeed-forward, feed-back, and distributed feature representation during visual word recognition revealed by human intracranial neurophysiologyLaura LongMinda YangNikolaus KriegeskorteJoshua JacobsRobert RemezMichael SperlingAshwini SharanBradley LegaAlexis BurksGregory WorrellRobert GrossBarbara JobstKathryn DavisKareem ZaghloulSameer ShethJoel SteinSandhitsu DasRichard GomiakPaul WandaMichael KahanaNima MesgaraniRecurrent networks can recycle neural resources to flexibly trade speed for accuracy in visual recognitionCourtney SpoererTim KietzmannJohannes MehrerIan CharestNikolaus KriegeskorteInferring exemplar discriminability in brain representationsHamed NiliAlexander WaltherArjen AlinkNikolaus KriegeskorteRapid Event-Related, BOLD fMRI, Non-Human Primates (NHP): Choose Two Out of ThreeVassilis PelekanosRobert MokOlivier JolyMatthew AinsworthDiana KyriazisMaria KellyAndrew BellNikolaus Kriegeskorte2019Faces and voices in the brain: A modality-general person-identity representation in superior temporal sulcusMaria TsantaniNikolaus KriegeskorteCarolyn McGettiganLucia Garrido A deep learning framework for neuroscienceBlake RichardsTimothy LillicrapPhilippe BeaudoinYoshua BengioRafal BogaczAmelia ChristensenClaudia ClopathRui Ponte CostaArchy de BerkerSurya GanguliColleen GillonDanijar HafnerAdam KepecsNikolaus KriegeskortePeter LathamGrace LindsayKenneth MillerRichard NaudChristopher PackPanayiota PoiraziPieter RoelfsemaJoao SacramentoAndrew SaxeBenjamin ScellierAnna SchapiroWalter SennGreg WayneDaniel YaminsFriedemann ZenkeJoel ZylberbergDenis TherienKonrad KordingRecurrence is required to capture the representational dynamics of the human visual systemTim KietzmannCourtney SpoererLynn SörensenRadoslaw CichyOlaf HaukNikolaus KriegeskorteAnalysing linear multivariate pattern transformations in neuroimaging dataAlessio BastiMarieke MurNikolaus KriegeskorteVittorio PizzellaLaura MarzettiOlaf HaukFeatured Publicationedit publication{{ name }}. . . 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Deep neural networks and visuo-semantic models explain complementary components of human ventral-stream representational dynamicsKamila JozwikTim KietzmannRadoslaw CichyNikolaus KriegeskorteMarieke Mur
Emergence of brain-like mirror-symmetric viewpoint tuning in convolutional neural networksAmirhossein FarzmahdiWilbert ZarcoWinrich FreiwaldNikolaus KriegeskorteTal Golan
Disentangling five dimensions of animacy in human brain and behaviourKamila JozwikElias NajarroJasper van den BoschIan CharestRadoslaw CichyNikolaus Kriegeskorte
Face dissimilarity judgements are predicted by representational distance in morphable and image-computable modelsKamila JozwikJonathan O'KeeffeKatherine StorrsWenxuan GuoTal GolanNikolaus Kriegeskorte
Testing the limits of natural language models for predicting human language judgmentsTal GolanMatthew SiegelmanNikolaus KriegeskorteChristopher Baldassano
Statistical inference on representational geometriesHeiko SchüttAlexander KipnisJörn DiedrichsenNikolaus Kriegeskorte
Comparing representational geometries using whitened unbiased-distance-matrix similarityJörn DiedrichsenEva BerlotMarieke MurHeiko SchüttMahdiyar ShahbaziNikolaus Kriegeskorte
Diverse Deep Neural Networks All Predict Human IT Well, After Training and FittingKatherine StorrsTim KietzmannAlexander WaltherJohannes MehrerNikolaus Kriegeskorte
Visualizing the geometry of labeled high-dimensional data with spheresAndrew ZahariaAnish PotnisAlexander WaltherNikolaus Kriegeskorte
Promises and challenges of human computational ethologyDean MobbsToby WiseNanthia SuthanaNoah GuzmanNikolaus KriegeskorteJoel Leibo
Viewing ambiguous social interactions increases functional connectivity between frontal and temporal nodes of the social brainMatthew AinsworthJérôme SalletOlivier JolyDiana KyriazisNikolaus KriegeskorteJohn DuncanUrs SchüffelgenMatthew RushworthAndrew Bell
The representational dynamics of perceived voice emotions evolve from categories to dimensionsBruno GiordanoCaroline WhitingNikolaus KriegeskorteSonja KotzJoachim GrossPascal Belin
Semantic Data Set Construction from Human Clustering and Spatial ArrangementOlga MajewskaDiana McCarthyJasper van den BoschNikolaus KriegeskorteIvan VulićAnna Korhonen
FFA and OFA encode distinct types of face identity informationMaria TsantaniNikolaus KriegeskorteKatherine StorrsAdrian WilliamsCarolyn McGettiganLúcia Garrido
An ecologically motivated image dataset for deep learning yields better models of human visionJohannes MehrerCourtney SpoererEmer JonesNikolaus KriegeskorteTim Kietzmann
Distinct fronto-temporal substrates of distributional and taxonomic similarity among words: evidence from RSA of BOLD signalsFrancesca CarotaHamed NiliFriedemann PulvermüllerNikolaus Kriegeskorte
Going in circles is the way forward: the role of recurrence in visual inferenceRuben van BergenNikolaus Kriegeskorte
The brain produces mind by modelingRichard ShiffrinDanielle BassettNikolaus KriegeskorteJoshua Tenenbaum
Controversial stimuli: Pitting neural networks against each other as models of human cognitionTal GolanPrashant RajuNikolaus Kriegeskorte
Individual differences among deep neural network modelsJohannes MehrerCourtney SpoererNikolaus KriegeskorteTim Kietzmann
Feed-forward, feed-back, and distributed feature representation during visual word recognition revealed by human intracranial neurophysiologyLaura LongMinda YangNikolaus KriegeskorteJoshua JacobsRobert RemezMichael SperlingAshwini SharanBradley LegaAlexis BurksGregory WorrellRobert GrossBarbara JobstKathryn DavisKareem ZaghloulSameer ShethJoel SteinSandhitsu DasRichard GomiakPaul WandaMichael KahanaNima Mesgarani
Recurrent networks can recycle neural resources to flexibly trade speed for accuracy in visual recognitionCourtney SpoererTim KietzmannJohannes MehrerIan CharestNikolaus Kriegeskorte
Inferring exemplar discriminability in brain representationsHamed NiliAlexander WaltherArjen AlinkNikolaus Kriegeskorte
Rapid Event-Related, BOLD fMRI, Non-Human Primates (NHP): Choose Two Out of ThreeVassilis PelekanosRobert MokOlivier JolyMatthew AinsworthDiana KyriazisMaria KellyAndrew BellNikolaus Kriegeskorte
Faces and voices in the brain: A modality-general person-identity representation in superior temporal sulcusMaria TsantaniNikolaus KriegeskorteCarolyn McGettiganLucia Garrido
A deep learning framework for neuroscienceBlake RichardsTimothy LillicrapPhilippe BeaudoinYoshua BengioRafal BogaczAmelia ChristensenClaudia ClopathRui Ponte CostaArchy de BerkerSurya GanguliColleen GillonDanijar HafnerAdam KepecsNikolaus KriegeskortePeter LathamGrace LindsayKenneth MillerRichard NaudChristopher PackPanayiota PoiraziPieter RoelfsemaJoao SacramentoAndrew SaxeBenjamin ScellierAnna SchapiroWalter SennGreg WayneDaniel YaminsFriedemann ZenkeJoel ZylberbergDenis TherienKonrad Kording
Recurrence is required to capture the representational dynamics of the human visual systemTim KietzmannCourtney SpoererLynn SörensenRadoslaw CichyOlaf HaukNikolaus Kriegeskorte
Analysing linear multivariate pattern transformations in neuroimaging dataAlessio BastiMarieke MurNikolaus KriegeskorteVittorio PizzellaLaura MarzettiOlaf Hauk
